Výsledky vyhľadávania - "SO: Sampling/Simulation-based Search"

Sample-and-Bound for Non-convex Optimization

Autori: Zhai, Yaoguang Qin, Zhizhen Gao, Sicun

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 18: AAAI-24 Technical Tracks 18; 20847-20855 ; 2374-3468 ; 2159-5399

Predmety: SO: Sampling/Simulation-based Search, SO: Non-convex Optimization

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/30074/31891; https://ojs.aaai.org/index.php/AAAI/article/view/30074/31892; https://ojs.aaai.org/index.php/AAAI/article/view/30074

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/30074
https://doi.org/10.1609/aaai.v38i18.30074

Monte Carlo Tree Search in the Presence of Transition Uncertainty

Autori: Kohankhaki, Farnaz Aghakasiri, Kiarash Zhang, Hongming a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 18: AAAI-24 Technical Tracks 18; 20151-20158 ; 2374-3468 ; 2159-5399

Predmety: PRS: Learning for Planning and Scheduling, SO: Sampling/Simulation-based Search

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29994/31745; https://ojs.aaai.org/index.php/AAAI/article/view/29994

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29994
https://doi.org/10.1609/aaai.v38i18.29994

Using Stratified Sampling to Improve LIME Image Explanations

Autori: Rashid, Muhammad Amparore, Elvio G. Ferrari, Enrico a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 13: AAAI-24 Technical Tracks 13; 14785-14792 ; 2374-3468 ; 2159-5399

Predmety: ML: Transparent, Interpretable, Explainable ML, RU: Stochastic Optimization, SO: Sampling/Simulation-based Search

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29397/30639; https://ojs.aaai.org/index.php/AAAI/article/view/29397/30640; https://ojs.aaai.org/index.php/AAAI/article/view/29397

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29397
https://doi.org/10.1609/aaai.v38i13.29397

Simple Weak Coresets for Non-decomposable Classification Measures

Autori: Malaviya, Jayesh Dasgupta, Anirban Chhaya, Rachit

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 13: AAAI-24 Technical Tracks 13; 14289-14296 ; 2374-3468 ; 2159-5399

Predmety: ML: Evaluation and Analysis, ML: Classification and Regression, ML: Dimensionality Reduction/Feature Selection, ML: Scalability of ML Systems, ML: Learning Theory, ML: Optimization, ML: Learning on the Edge & Model Compression, SO: Sampling/Simulation-based Search

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29341/30531; https://ojs.aaai.org/index.php/AAAI/article/view/29341/30532; https://ojs.aaai.org/index.php/AAAI/article/view/29341

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29341
https://doi.org/10.1609/aaai.v38i13.29341

Multiagent Gumbel MuZero: Efficient Planning in Combinatorial Action Spaces

Autori: Hao, Xiaotian Hao, Jianye Xiao, Chenjun a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 11: AAAI-24 Technical Tracks 11; 12304-12312 ; 2374-3468 ; 2159-5399

Predmety: ML: Reinforcement Learning, MAS: Coordination and Collaboration, SO: Sampling/Simulation-based Search

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29121/30120; https://ojs.aaai.org/index.php/AAAI/article/view/29121/30121; https://ojs.aaai.org/index.php/AAAI/article/view/29121

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29121
https://doi.org/10.1609/aaai.v38i11.29121

Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates

Autori: Mana, Kyle Acero, Fernando Mak, Stephen a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 18: AAAI-24 Technical Tracks 18; 20786-20793 ; 2374-3468 ; 2159-5399

Predmety: SO: Combinatorial Optimization, ML: Reinforcement Learning, PRS: Mixed Discrete/Continuous Planning, PRS: Planning under Uncertainty, PRS: Scheduling under Uncertainty, SO: Algorithm Configuration, SO: Mixed Discrete/Continuous Search, SO: Sampling/Simulation-based Search

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/30067/31878; https://ojs.aaai.org/index.php/AAAI/article/view/30067/31879; https://ojs.aaai.org/index.php/AAAI/article/view/30067

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/30067
https://doi.org/10.1609/aaai.v38i18.30067

Warm-Starting Nested Rollout Policy Adaptation with Optimal Stopping

Autori: Dang, Chen Bazgan, Cristina Cazenave, Tristan a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 37 No. 10: AAAI-23 Technical Tracks 10; 12381-12389 ; 2374-3468 ; 2159-5399

Predmety: SO: Sampling/Simulation-Based Search, PRS: Routing

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/26459/26231; https://ojs.aaai.org/index.php/AAAI/article/view/26459

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/26459
https://doi.org/10.1609/aaai.v37i10.26459

GRASMOS: Graph Signage Model Selection for Gene Regulatory Networks

Autori: Brilliantova, Angelina Miller, Hannah Bezáková, Ivona

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 37 No. 10: AAAI-23 Technical Tracks 10; 12364-12372 ; 2374-3468 ; 2159-5399

Predmety: SO: Sampling/Simulation-Based Search, APP: Bioinformatics, ML: Graph-based Machine Learning

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/26457/26229; https://ojs.aaai.org/index.php/AAAI/article/view/26457

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/26457
https://doi.org/10.1609/aaai.v37i10.26457

A Faster Practical Approximation Scheme for the Permanent

Autori: Harviainen, Juha Koivisto, Mikko

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 37 No. 10: AAAI-23 Technical Tracks 10; 12216-12224 ; 2374-3468 ; 2159-5399

Predmety: RU: Stochastic Models & Probabilistic Inference, CSO: Search, SO: Evaluation and Analysis, SO: Sampling/Simulation-Based Search

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/26440/26212; https://ojs.aaai.org/index.php/AAAI/article/view/26440

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/26440
https://doi.org/10.1609/aaai.v37i10.26440

Reinforcement Causal Structure Learning on Order Graph

Autori: Yang, Dezhi Yu, Guoxian Wang, Jun a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 37 No. 9: AAAI-23 Technical Tracks 9; 10737-10744 ; 2374-3468 ; 2159-5399

Predmety: ML: Causal Learning, ML: Bayesian Learning, ML: Optimization, ML: Reinforcement Learning Algorithms, PRS: Planning With Markov Models (MDPs, POMDPs), SO: Sampling/Simulation-Based Search

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/26274/26046; https://ojs.aaai.org/index.php/AAAI/article/view/26274

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/26274
https://doi.org/10.1609/aaai.v37i9.26274

DMIS: Dynamic Mesh-Based Importance Sampling for Training Physics-Informed Neural Networks

Autori: Yang, Zijiang Qiu, Zhongwei Fu, Dongmei

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 37 No. 4: AAAI-23 Technical Tracks 4; 5375-5383 ; 2374-3468 ; 2159-5399

Predmety: APP: Natural Sciences, ML: Applications, ML: Optimization, SO: Applications, SO: Sampling/Simulation-Based Search

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/25669/25441; https://ojs.aaai.org/index.php/AAAI/article/view/25669

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/25669
https://doi.org/10.1609/aaai.v37i4.25669

Opinion Optimization in Directed Social Networks

Autori: Sun, Haoxin Zhang, Zhongzhi

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 37 No. 4: AAAI-23 Technical Tracks 4; 4623-4632 ; 2374-3468 ; 2159-5399

Predmety: DMKM: Graph Mining, Social Network Analysis & Community Mining, CSO: Constraint Optimization, SO: Sampling/Simulation-Based Search

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/25585/25357; https://ojs.aaai.org/index.php/AAAI/article/view/25585

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/25585
https://doi.org/10.1609/aaai.v37i4.25585

Fast Converging Anytime Model Counting

Autori: Lai, Yong Meel, Kuldeep S. Yap, Roland H.C.

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 37 No. 4: AAAI-23 Technical Tracks 4; 4025-4034 ; 2374-3468 ; 2159-5399

Predmety: CSO: Solvers and Tools, CSO: Satisfiability, KRR: Automated Reasoning and Theorem Proving, RU: Other Foundations of Reasoning Under Uncertainty, SO: Sampling/Simulation-Based Search

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/25517/25289; https://ojs.aaai.org/index.php/AAAI/article/view/25517

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/25517
https://doi.org/10.1609/aaai.v37i4.25517

On the Verification of Neural ODEs with Stochastic Guarantees

Autori: Gruenbacher, Sophie Hasani, Ramin Lechner, Mathias a ďalší

Predmety: Safety, Robustness & Trustworthiness, (Deep) Neural Network Learning Theory, Sampling/Simulation-based Search

Relation: https://repozytorium.uw.edu.pl//handle/item/114882; https://ojs.aaai.org/index.php/AAAI/article/view/17372

Dostupnosť: https://repozytorium.uw.edu.pl//handle/item/114882
https://doi.org/10.1609/AAAI.V35I13.17372
https://ojs.aaai.org/index.php/AAAI/article/view/17372

Single Player Monte-Carlo Tree Search Based on the Plackett-Luce Model

Autori: Mohr, Felix Bengs, Viktor Hüllermeier, Eyke

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 35 No. 14: AAAI-21 Technical Tracks 14; 12373-12381 ; 2374-3468 ; 2159-5399

Predmety: Sampling/Simulation-based Search

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/17468/17275; https://ojs.aaai.org/index.php/AAAI/article/view/17468

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/17468
https://doi.org/10.1609/aaai.v35i14.17468

On the Verification of Neural ODEs with Stochastic Guarantees

Autori: Grunbacher, Sophie Hasani, Ramin Lechner, Mathias a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 35 No. 13: AAAI-21 Technical Tracks 13; 11525-11535 ; 2374-3468 ; 2159-5399

Predmety: Safety, Robustness & Trustworthiness, (Deep) Neural Network Learning Theory, Sampling/Simulation-based Search

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/17372/17179; https://ojs.aaai.org/index.php/AAAI/article/view/17372

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/17372
https://doi.org/10.1609/aaai.v35i13.17372

Cost-aware Graph Generation: A Deep Bayesian Optimization Approach

Autori: Cui, Jiaxu Yang, Bo Sun, Bingyi a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 35 No. 8: AAAI-21 Technical Tracks 8; 7142-7150 ; 2374-3468 ; 2159-5399

Predmety: Graph-based Machine Learning, Sampling/Simulation-based Search, Sequential Decision Making, Online Learning & Bandits

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/16878/16685; https://ojs.aaai.org/index.php/AAAI/article/view/16878

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/16878
https://doi.org/10.1609/aaai.v35i8.16878

Probabilistic Programming Bots in Intuitive Physics Game Play

Autori: Alhasoun, Fahad Alneghiemish, Sarah

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 35 No. 1: AAAI-21 Technical Tracks 1; 778-783 ; 2374-3468 ; 2159-5399

Predmety: Simulating Humans, Cognitive Robotics, Probabilistic Programming, Sampling/Simulation-based Search

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/16159/15966; https://ojs.aaai.org/index.php/AAAI/article/view/16159

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/16159
https://doi.org/10.1609/aaai.v35i1.16159